Model extension for model based MIMO control in HVAC systems
Schwingshackl, Daniel, Rehrl, Jakob, Horn, Martin, Belz, Julian, Nelles, Oliver
Published in Journal of Building Engineering (01.05.2017)
Published in Journal of Building Engineering (01.05.2017)
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Journal Article
Normalized L1 regularization for axis-oblique tree construction algorithms
Belz, Julian, Nelles, Oliver
Published in 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (01.11.2017)
Published in 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (01.11.2017)
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Conference Proceeding
Proposal for a function generator and extrapolation analysis
Belz, Julian, Nelles, Oliver
Published in 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) (01.09.2015)
Published in 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) (01.09.2015)
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Conference Proceeding
Automatic Modeling with Local Model Networks for Benchmark Processes
Belz, Julian, Münker, Tobias, Heinz, Tim O., Kampmann, Geritt, Nelles, Oliver
Published in IFAC-PapersOnLine (01.07.2017)
Published in IFAC-PapersOnLine (01.07.2017)
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Journal Article
Order Determination and Input Selection with Local Model Networks
Belz, Julian, Nelles, Oliver, Schwingshackl, Daniel, Rehrl, Jakob, Horn, Martin
Published in IFAC-PapersOnLine (01.07.2017)
Published in IFAC-PapersOnLine (01.07.2017)
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Journal Article
Automated order determination strategies for nonlinear dynamic models
Belz, Julian, Heinz, Tim Oliver, Nelles, Oliver
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
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Conference Proceeding
Order of experimentation for metamodeling tasks
Belz, Julian, Bamberger, Konrad, Nelles, Oliver
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
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Conference Proceeding
Improved Incorporation of Prior Knowledge for Regularized FIR Model Identification
Munker, Tobias, Belz, Julian, Nelles, Oliver
Published in 2018 Annual American Control Conference (ACC) (01.06.2018)
Published in 2018 Annual American Control Conference (ACC) (01.06.2018)
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Conference Proceeding
Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs
Ebert, Tobias, Fischer, Torsten, Belz, Julian, Heinz, Tim Oliver, Kampmann, Geritt, Nelles, Oliver
Published in 2015 IEEE Symposium Series on Computational Intelligence (01.12.2015)
Published in 2015 IEEE Symposium Series on Computational Intelligence (01.12.2015)
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Conference Proceeding